Spatio-temporal distribution, prediction and relationship of three major acute cardiovascular events: Out-of-hospital cardiac arrest, ST-elevation myocardial infarction and stroke

Prediction of incidence of OHCA, STEMI, and stroke is possible with very high accuracy using INLA and MLMM models. A robust spatio-temporal correlation between the 3 pathologies exists. Widespread implementation in clinical practice of prediction algorithms may allow to improve resource allocation, reduce treatment delays, and improve outcomes.

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Publication Details

Journal
Resuscitation Plus
Published
2024-10-31
DOI
https://doi.org/10.1016/j.resplu.2024.100810
Primary Topic
Cardiac Arrest and Resuscitation
Type
article
Field-Weighted Citation Impact
0.00

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article

Spatio-temporal distribution, prediction and relationship of three major acute cardiovascular events: Out-of-hospital cardiac arrest, ST-elevation myocardial infarction and stroke

Tommaso Scquizzato, Stefano Peluso, Antonietta Mira, Angelo Auricchio et al.
Resuscitation Plus
Cardiac Arrest and Resuscitation
article

Spatio-temporal distribution, prediction and relationship of three major acute cardiovascular events: Out-of-hospital cardiac arrest, ST-elevation myocardial infarction and stroke

Tommaso Scquizzato, Stefano Peluso, Antonietta Mira, Angelo Auricchio, Ruggero Cresta, Federico Ravenda, Maria Luce Caputo, Claudio Benvenuti, Stefano Tonazzi
article en

Abstract

Prediction of incidence of OHCA, STEMI, and stroke is possible with very high accuracy using INLA and MLMM models. A robust spatio-temporal correlation between the 3 pathologies exists. Widespread implementation in clinical practice of prediction algorithms may allow to improve resource allocation, reduce treatment delays, and improve outcomes.

Resuscitation PlusVol. 20
University of Insubria (IT), Vita-Salute San Raffaele University (IT), Epatocentro Ticino (CH), Inclusione Andicap Ticino (CH), Istituti di Ricovero e Cura a Carattere Scientifico (IT), Istituto di Ricovero e Cura a Carattere Scientifico San Raffaele (IT), Università della Svizzera italiana (CH), University of Milano-Bicocca (IT)
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
Good health and well-being
Openalex Percentile: Top 65%
Cardiac Arrest and Resuscitation
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Spatio-temporal distribution, prediction and relationship of three major acute cardiovascular events: Out-of-hospital cardiac arrest, ST-elevation myocardial infarction and stroke — Tommaso Scquizzato, Stefano Peluso, et al. · Resuscitation Plus (2024) | TGRS Research Map | TGRS